,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.026368697413925044,0.026399046868870134,-2.782608674044134,-2.7825198648696263
1,1,0.02637772676870995,0.02637183078025517,-2.7836871739013618,-2.786999531943211
2,2,0.026360232517430464,0.026331765577197075,-2.788245906274256,-2.793602534834437
3,3,0.026268398043574746,0.02629261522700912,-2.795935104522505,-2.800064476591561
4,4,0.026193949480339426,0.02627592269135149,-2.802978185526774,-2.8028225812129968
5,5,0.026226559500257995,0.026265929011922134,-2.804043516891067,-2.8044746736847017
6,6,0.02621796748303261,0.02626191608999905,-2.802798668192408,-2.8051382416827852
7,7,0.02619165406783217,0.026273760748536962,-2.8045680645262143,-2.803179926785267
8,8,0.02621076801388534,0.02627304274784891,-2.800711717280731,-2.803298610973873
9,9,0.02620145104364636,0.026282530277967453,-2.8056521163231114,-2.801730601423256
10,10,0.026214947655182525,0.02627353654488137,-2.802612694709249,-2.803216986887484
11,11,0.02617611864716122,0.026266009987969147,-2.8049441197110534,-2.8044612847060906
12,12,0.02618114187468573,0.026270069868156786,-2.8069956447961832,-2.8037900570198913
13,13,0.026192662123705922,0.026272125836265713,-2.804797668589483,-2.8034501794821667
14,14,0.026220764753591155,0.026260949867336375,-2.8025111960425857,-2.805298029296461
15,15,0.02620408019607829,0.02626988379970977,-2.8070954524584737,-2.803820817800651
16,16,0.026188979501423147,0.026267479124822114,-2.8043894684044615,-2.804218377547496
17,17,0.026242515417872016,0.02626666985452175,-2.80177618745153,-2.8043521806575384
18,18,0.02623018263311116,0.026273227149718685,-2.8072913105729524,-2.8032681293755966
19,19,0.026206099284217528,0.026274695698367923,-2.8062689657196733,-2.80302538616507
20,20,0.026257093074088245,0.02627109785221125,-2.8030447515031764,-2.8036201149261903
21,21,0.02621533525819631,0.026264002938803873,-2.8057281519487165,-2.804793152272552
22,22,0.026192219255818536,0.026275170868948886,-2.8049793267794,-2.8029468459232914
23,23,0.02622731202810081,0.02626034911525877,-2.804484057875154,-2.8053973807281123
24,24,0.026223913046348954,0.026280546953019342,-2.806140603805874,-2.8020583398763943
25,25,0.026261536231667725,0.026270169176553424,-2.801991365411733,-2.803773639474234
26,26,0.02624163402186841,0.02626742275529786,-2.8051458542423595,-2.8042276974367337
27,27,0.026215475148607774,0.02627478686994628,-2.8054665396548457,-2.803010316439755
28,28,0.026220461027216667,0.026266587211897497,-2.8055771383230805,-2.8043658448533977
29,29,0.026238920359113783,0.026265164445105352,-2.804902166141386,-2.8046010929643117
30,30,0.026175312525064675,0.026266988464876226,-2.8064027311278257,-2.8042995017757506
31,31,0.026160552291218768,0.026263938432461338,-2.802367337726586,-2.804803818880792
32,32,0.02617962180262374,0.026273888780882482,-2.8064902540357735,-2.803158763615587
33,33,0.026199413367460685,0.026271531358361244,-2.8038287749729185,-2.8035484514667686
34,34,0.026150352772824542,0.02627612170028059,-2.8075009167397584,-2.8027896886849293
35,35,0.02624718397471708,0.026269885368253056,-2.802159765331183,-2.8038205584886273
36,36,0.026232920875100745,0.026273820255147785,-2.803802327666097,-2.8031700905978636
37,37,0.026225274063877223,0.02627891586407235,-2.804415223191348,-2.802327890930166
38,38,0.026227657884820222,0.0262714103844605,-2.8060725475439607,-2.8035684496989965
39,39,0.026255291742608718,0.026263310328910227,-2.8034783109921753,-2.8049076818900898
40,40,0.026229203937901666,0.026265704710232585,-2.804981569369277,-2.804511761046793
41,41,0.026131084668882115,0.026267031991952343,-2.805614042525314,-2.804292305079663
42,42,0.026229469278424056,0.026264978082556473,-2.80467520099932,-2.8046319081202267
43,43,0.026214805940530963,0.02627005682964074,-2.8034215854861326,-2.803792212536418
44,44,0.0262319255505026,0.02627299824043324,-2.802594541195944,-2.8033059680742998
45,45,0.026199711793937635,0.0262695840118747,-2.805337785540187,-2.803870379095402
46,46,0.026224758975284614,0.02627531811594963,-2.805260601987744,-2.8029225079728226
47,47,0.026170156992126985,0.026271340878386246,-2.8065870409431137,-2.803579939810871
48,48,0.02621673554489293,0.026271738013938853,-2.8060157344648466,-2.803514289383562
49,49,0.02619730118546904,0.02626858690851613,-2.8058040110392914,-2.8040352255219068
50,50,0.02623525163946078,0.02627198270669109,-2.8016475325780106,-2.803473839750152
51,51,0.026185794166990163,0.02627482137789852,-2.802846645881092,-2.8030046126433845
52,52,0.02618452862442769,0.026269843703822085,-2.803461990370474,-2.8038274464695063
53,53,0.02620178303614105,0.026271471557648557,-2.8055747507648383,-2.803558337129213
54,54,0.026215709246618233,0.02627206564341721,-2.80407151817812,-2.8034601297435446
55,55,0.02624042810315324,0.026268116345531063,-2.805099882284546,-2.8041130236687835
56,56,0.026203244828532653,0.026270799338817596,-2.804560205926072,-2.803669463246891
57,57,0.026220261551362953,0.02627213132616721,-2.803699335823456,-2.8034492719676054
58,58,0.02619695367733228,0.026273283813344806,-2.8062053586683695,-2.8032587629306343
59,59,0.026275756874496174,0.026272299258332504,-2.8035919272567074,-2.8034215118370227
60,60,0.026187877218747876,0.02626009305056773,-2.8071857676387313,-2.8054397289939477
61,61,0.026240891402529685,0.026272860306658243,-2.8053999556315756,-2.803328768682762
62,62,0.026149037879766877,0.026276988614546627,-2.8058272568523672,-2.8026464065538432
63,63,0.026216308711115847,0.026265746178595645,-2.8024324723382454,-2.8045049043996046
64,64,0.02620341742084813,0.026277450550543636,-2.8059956207527765,-2.8025700604800634
65,65,0.026225327350890514,0.026266878666846377,-2.802515931294782,-2.8043176556567
66,66,0.026181220989098253,0.026261911580437107,-2.803547252963857,-2.8051389874311248
67,67,0.026230601440231826,0.026264979847167667,-2.804056025835997,-2.804631616339714
68,68,0.026225121653417952,0.02626954773931127,-2.8035197878209566,-2.8038763757586964
69,69,0.026228231867564095,0.026271975942348178,-2.802785447039123,-2.803474957944089
70,70,0.02619771380937591,0.026270718754906403,-2.8054472880163486,-2.803682784958646
71,71,0.02626315112580958,0.026273267637742192,-2.8049352831218757,-2.8032614367407174
72,72,0.026190615960003175,0.026273568700018683,-2.802495035347042,-2.803211671733154
73,73,0.026215713567186875,0.026277302225169382,-2.804718462270187,-2.8025945746821708
74,74,0.026188252455334075,0.02626954156317209,-2.8047622201496214,-2.803877396813001
75,75,0.026244624527459293,0.026268438387073968,-2.8056423095032397,-2.8040597804114977
76,76,0.026210480244811048,0.026280777136746206,-2.8038696002240524,-2.8020203014425715
77,77,0.02618108580330598,0.02626605831870907,-2.8069144689019287,-2.8044532934830784
78,78,0.02620999795413509,0.026268204281988897,-2.8032262715196694,-2.8040984850342014
79,79,0.026211697838662826,0.026262942799612096,-2.803297201403359,-2.8049684575733376
80,80,0.026193807688877753,0.02626529188924714,-2.806285611959613,-2.8045800201271835
81,81,0.026247386503772636,0.026269475782388134,-2.8069080020605943,-2.803888271866601
82,82,0.026217017457196394,0.026271512241739976,-2.804792003341137,-2.8035516116351022
83,83,0.02621757385042525,0.02627331126285227,-2.8041375764449947,-2.803254225559714
84,84,0.02623369711806479,0.02626836554784524,-2.802380714553977,-2.804071822893237
85,85,0.026177913603401676,0.026278130808158925,-2.8056128651695964,-2.802457633932407
86,86,0.02626013726994549,0.026274730500422026,-2.802925956613409,-2.803019633736871
87,87,0.026211710685153596,0.026275070384144783,-2.8044119351046843,-2.8029634547893583
88,88,0.02619102835347972,0.026271770463178034,-2.8032821035735194,-2.8035089252478484
89,89,0.0261747688439089,0.026268793269991875,-2.8040483439654467,-2.8040011082325074
90,90,0.02619730902010018,0.02626402558464753,-2.8047447441509963,-2.8047894076184257
91,91,0.02615745440509516,0.026277117921333564,-2.8036580466221417,-2.8026250353508146
92,92,0.026209783097056998,0.02627700410391155,-2.80472007758139,-2.802643846540658
93,93,0.026188565878984854,0.026274651779155982,-2.802770136512223,-2.803032645578292
94,94,0.026189843288709207,0.026265297967352365,-2.80639274515347,-2.804579015117506
95,95,0.02632924616720873,0.026279782484236517,-2.7981009510498533,-2.8021846726363093
96,96,0.026194018551830164,0.026280213833639498,-2.803776225620529,-2.802113389273062
97,97,0.0262126568320793,0.02627203486075527,-2.8048347049178184,-2.803465218322507
98,98,0.026204261659961387,0.026266588780440782,-2.8031732575267916,-2.8043655855088296
99,99,0.026249810189162334,0.026271573807063856,-2.8020436365674994,-2.803541434280688
100,100,0.02623950893577841,0.02627128970466162,-2.8056785912471796,-2.8035883994049096
101,101,0.02620863409463278,0.026273388219507116,-2.808869604057411,-2.803241504741518
102,102,0.026225868612527847,0.026270702481269836,-2.802929695290069,-2.8036854752362954
103,103,0.02622029492535542,0.02628203069693164,-2.805736253912497,-2.801813153349155
104,104,0.026211717943708922,0.026271148045596323,-2.8033264719927695,-2.8036118173325897
105,105,0.026210773909061225,0.02626950558471052,-2.801854318381154,-2.803883344864278
106,106,0.02615099528938839,0.026272551597733246,-2.8048694548757416,-2.803379799049746
107,107,0.026182815835801596,0.02626464427693894,-2.8062597330096386,-2.804687103619914
108,108,0.0262167386172973,0.02626389284667216,-2.8018927168932977,-2.8048113568492212
109,109,0.026227391180918387,0.026273430374107863,-2.80495366958401,-2.803234536665817
110,110,0.026210751000446144,0.0262728041332019,-2.804455372210084,-2.8033380542527055
111,111,0.026240535771723875,0.026267755090406065,-2.8054447645554164,-2.804172750900124
112,112,0.026190546946120018,0.026276462662376855,-2.807829213160642,-2.802733334479426
113,113,0.02621491345548138,0.026272423761455638,-2.8031562993065906,-2.803400930885692
114,114,0.02625613373502628,0.02627316019252727,-2.8031037644292303,-2.803279197363418
115,115,0.026216961424221696,0.02626124916500167,-2.8068685984378368,-2.8052485327685615
116,116,0.026211320182558187,0.02627430179793584,-2.804107634331681,-2.803090494461032
117,117,0.02622759839539061,0.026273304694577268,-2.807973352679947,-2.803255311287324
118,118,0.02617705357981097,0.02627217102991907,-2.804995308305518,-2.8034427086982987
119,119,0.026190949738332907,0.02627003859532507,-2.804192442116329,-2.8037952270199713
